Ken's lake is a primitive campground, but it has toilets, fire pits and tables.  But you don't go to Ken's Lake for the amenities.  The sandstone hills immediately next to the campground are what you come for.  I don't think I would camp anywhere else around Moab except maybe in Zion.  Highly recommend this place.  And the starts are really clear out there.